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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

It’s going to be okay: Measuring Access to Support in Online Communities EMNLP 2018
Reducing Gender Bias in Abusive Language Detection EMNLP 2018
Information Nutrition Labels: A Plugin for Online News Evaluation EMNLP 2018
Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web EMNLP 2018
A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents EMNLP 2018
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation EMNLP 2018
A Reductions Approach to Fair Classification ICML 2018
Fair and Diverse DPP-Based Data Summarization ICML 2018
Fairness Without Demographics in Repeated Loss Minimization ICML 2018
Multicalibration: Calibration for the (Computationally-Identifiable) Masses ICML 2018
Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) ICML 2018
Nonconvex Optimization for Regression with Fairness Constraints ICML 2018
Delayed Impact of Fair Machine Learning ICML 2018
Learning Adversarially Fair and Transferable Representations ICML 2018
Nonoverlap-Promoting Variable Selection ICML 2018
Probably Approximately Metric-Fair Learning ICML 2018
Fair Division Under Cardinality Constraints IJCAI 2018
Multiwinner Voting with Fairness Constraints IJCAI 2018
On Fair Price Discrimination in Multi-Unit Markets IJCAI 2018
Dynamic Fair Division Problem with General Valuations IJCAI 2018
Strategyproof and Fair Matching Mechanism for Union of Symmetric M-convex Constraints IJCAI 2018